Browse State-of-the-Art › Time Series Analysis › Papers, page 55

Time Series Analysis

Papers archive 2025-07-28

archive papers tagged: 6,748 · with a code link: 1,993 · where Syntology ran a sample: 383 (327 with a run with no instrument failure, 56 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (383 of 6,748 tagged: 327 with a run with no instrument failure, 56 where every run was a failure of Syntology's instrument)

Page 55 of 68: papers 5,401 to 5,500 of 6,748, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Asymptotic nonparametric statistical analysis of stationary time series
  30 Mar 2019 0 repositories listed
• On Arrhythmia Detection by Deep Learning and Multidimensional Representation
  30 Mar 2019 0 repositories listed
• Two-phase flow regime prediction using LSTM based deep recurrent neural network
  30 Mar 2019 0 repositories listed
• Voltage Quality Time Series Classification using Convolutional Neural Network
  30 Mar 2019 0 repositories listed
• Few-Shot Deep Adversarial Learning for Video-based Person Re-identification
  29 Mar 2019 0 repositories listed
• RAPID: Early Classification of Explosive Transients using Deep Learning
  29 Mar 2019 0 repositories listed
• The maximum entropy mortality model: forecasting mortality using statistical moments Codes
  29 Mar 2019 0 repositories listed
• Bayesian prediction of jumps in large panels of time series data
  28 Mar 2019 0 repositories listed
• Medical Time Series Classification with Hierarchical Attention-based Temporal Convolutional Networks: A Case Study of Myotonic Dystrophy Diagnosis
  28 Mar 2019 0 repositories listed
• Smoothing Nonlinear Variational Objectives with Sequential Monte Carlo
  27 Mar 2019 0 repositories listed
• Cross-Modal Data Programming Enables Rapid Medical Machine Learning
  26 Mar 2019 0 repositories listed
• Improved Dynamic Time Warping (DTW) Approach for Online Signature Verification
  26 Mar 2019 0 repositories listed
• Weak Supervision for Time Series: Wearable Sensor Classification with Limited Labeled Data
  25 Mar 2019 0 repositories listed
• Data-driven Prognostics with Predictive Uncertainty Estimation using Ensemble of Deep Ordinal Regression Models
  23 Mar 2019 0 repositories listed
• A Machine Learning approach to Risk Minimisation in Electricity Markets with Coregionalized Sparse Gaussian Processes
  22 Mar 2019 0 repositories listed
• Forecasting, Causality, and Impulse Response with Neural Vector Autoregressions
  22 Mar 2019 0 repositories listed
• Optimal Combination Forecasts on Retail Multi-Dimensional Sales Data
  22 Mar 2019 0 repositories listed
• Time Series Imputation
  22 Mar 2019 0 repositories listed
• Learning Disentangled Representations of Satellite Image Time Series
  21 Mar 2019 0 repositories listed
• Multi-Task Time Series Analysis applied to Drug Response Modelling
  21 Mar 2019 0 repositories listed
• Dynamic Hurst Exponent in Time Series
  19 Mar 2019 0 repositories listed
• tspDB: Time Series Predict DB
  17 Mar 2019 0 repositories listed
• Data-driven Identification and Prediction of Power System Dynamics Using Linear Operators
  15 Mar 2019 0 repositories listed
• Multi-Stage Fault Warning for Large Electric Grids Using Anomaly Detection and Machine Learning
  15 Mar 2019 0 repositories listed
• Deep Switch Networks for Generating Discrete Data and Language
  14 Mar 2019 0 repositories listed
• Forecasting Spatio-Temporal Renewable Scenarios: a Deep Generative Approach
  13 Mar 2019 0 repositories listed
• ST-UNet: A Spatio-Temporal U-Network for Graph-structured Time Series Modeling
  13 Mar 2019 0 repositories listed
• Confident Kernel Sparse Coding and Dictionary Learning
  12 Mar 2019 0 repositories listed
• Graph Hierarchical Convolutional Recurrent Neural Network (GHCRNN) for Vehicle Condition Prediction
  12 Mar 2019 0 repositories listed
• Deep Learning in Asset Pricing
  11 Mar 2019 0 repositories listed
• Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks
  11 Mar 2019 0 repositories listed
• Revisiting clustering as matrix factorisation on the Stiefel manifold
  11 Mar 2019 0 repositories listed
• SleepNet: Automated Sleep Analysis via Dense Convolutional Neural Network Using Physiological Time Series
  11 Mar 2019 0 repositories listed
• An Algorithm for the Visualization of Relevant Patterns in Astronomical Light Curves
  8 Mar 2019 0 repositories listed
• Should we Reload Time Series Classification Performance Evaluation ? (a position paper)
  8 Mar 2019 0 repositories listed
• Towards Time-Aware Distant Supervision for Relation Extraction
  8 Mar 2019 0 repositories listed
• Denoising Gravitational Waves with Enhanced Deep Recurrent Denoising Auto-Encoders
  6 Mar 2019 0 repositories listed
• Temporal Registration in Application to In-utero MRI Time Series
  6 Mar 2019 0 repositories listed
• Data-driven Neural Architecture Learning For Financial Time-series Forecasting
  5 Mar 2019 0 repositories listed
• Multiple-Kernel Dictionary Learning for Reconstruction and Clustering of Unseen Multivariate Time-series
  5 Mar 2019 0 repositories listed
• Application of Deep Learning Long Short-Term Memory in Energy Demand Forecasting
  4 Mar 2019 0 repositories listed
• Making the Dynamic Time Warping Distance Warping-Invariant
  4 Mar 2019 0 repositories listed
• 3D Graph Convolutional Networks with Temporal Graphs: A Spatial Information Free Framework For Traffic Forecasting
  3 Mar 2019 0 repositories listed
• Financial series prediction using Attention LSTM
  28 Feb 2019 0 repositories listed
• On Robustness of Principal Component Regression
  28 Feb 2019 0 repositories listed
• A Model Combining Convolutional Neural Network and LightGBM Algorithm for Ultra-Short-Term Wind Power Forecasting
  27 Feb 2019 0 repositories listed
• Reducing Artificial Neural Network Complexity: A Case Study on Exoplanet Detection
  27 Feb 2019 0 repositories listed
• Deep MR Fingerprinting with total-variation and low-rank subspace priors
  26 Feb 2019 0 repositories listed
• Fused Lasso for Feature Selection using Structural Information
  26 Feb 2019 0 repositories listed
• Self-Organization in Spontaneous Movements of Neonates generates Self-specifying Sensory Experiences
  26 Feb 2019 0 repositories listed
• Forecasting intracranial hypertension using multi-scale waveform metrics
  25 Feb 2019 0 repositories listed
• Market efficiency, liquidity, and multifractality of Bitcoin: A dynamic study
  25 Feb 2019 0 repositories listed
• Short-term Road Traffic Prediction based on Deep Cluster at Large-scale Networks
  25 Feb 2019 0 repositories listed
• Fault Diagnosis Method Based on Scaling Law for On-line Refrigerant Leak Detection
  22 Feb 2019 0 repositories listed
• Convolutional-Sparse-Coded Dynamic Mode Decomposition and Its Application to River State Estimation
  20 Feb 2019 0 repositories listed
• Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI
  19 Feb 2019 0 repositories listed
• A One-Class Support Vector Machine Calibration Method for Time Series Change Point Detection
  18 Feb 2019 0 repositories listed
• Robust and fast heart rate variability analysis of long and noisy electrocardiograms using neural networks and images
  16 Feb 2019 0 repositories listed
• KINN: Incorporating Expert Knowledge in Neural Networks
  15 Feb 2019 0 repositories listed
• Learning to Adaptively Scale Recurrent Neural Networks
  15 Feb 2019 0 repositories listed
• Actions Generation from Captions
  14 Feb 2019 0 repositories listed
• Generalisation in fully-connected neural networks for time series forecasting
  14 Feb 2019 0 repositories listed
• Quick and Easy Time Series Generation with Established Image-based GANs
  14 Feb 2019 0 repositories listed
• Risk Prediction of Peer-to-Peer Lending Market by a LSTM Model with Macroeconomic Factor
  13 Feb 2019 0 repositories listed
• Machine Learning of Time Series Using Time-delay Embedding and Precision Annealing
  12 Feb 2019 0 repositories listed
• RTbust: Exploiting Temporal Patterns for Botnet Detection on Twitter
  12 Feb 2019 0 repositories listed
• Bayesian Nonparametric Adaptive Spectral Density Estimation for Financial Time Series
  9 Feb 2019 0 repositories listed
• Low-pass filtering as Bayesian inference
  9 Feb 2019 0 repositories listed
• Simulating extrapolated dynamics with parameterization networks
  9 Feb 2019 0 repositories listed
• A Bayesian Deep Learning Framework for End-To-End Prediction of Emotion from Heartbeat
  8 Feb 2019 0 repositories listed
• Decentralized Flood Forecasting Using Deep Neural Networks
  6 Feb 2019 0 repositories listed
• A Spatial-Temporal Decomposition Based Deep Neural Network for Time Series Forecasting
  2 Feb 2019 0 repositories listed
• Optimal Attack against Autoregressive Models by Manipulating the Environment
  1 Feb 2019 0 repositories listed
• Unsupervised Prediction of Negative Health Events Ahead of Time
  31 Jan 2019 0 repositories listed
• A Combination Method for Android Malware Detection Based on Control Flow Graphs and Machine Learning Algorithms
  29 Jan 2019 0 repositories listed
• Deep-dust: Predicting concentrations of fine dust in Seoul using LSTM
  29 Jan 2019 0 repositories listed
• Short-term Demand Forecasting for Online Car-hailing Services using Recurrent Neural Networks
  29 Jan 2019 0 repositories listed
• Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series
  29 Jan 2019 0 repositories listed
• Clustering Discrete-Valued Time Series
  26 Jan 2019 0 repositories listed
• Discovery of Important Subsequences in Electrocardiogram Beats Using the Nearest Neighbour Algorithm
  26 Jan 2019 0 repositories listed
• Machine Learning and Deep Learning Algorithms for Bearing Fault Diagnostics -- A Comprehensive Review
  24 Jan 2019 0 repositories listed
• Portfolio Optimization under Fast Mean-reverting and Rough Fractional Stochastic Environment
  24 Jan 2019 0 repositories listed
• Temporal Logistic Neural Bag-of-Features for Financial Time series Forecasting leveraging Limit Order Book Data
  24 Jan 2019 0 repositories listed
• Deep-Learning Inversion of Seismic Data
  23 Jan 2019 0 repositories listed
• Can Transfer Entropy Infer Information Flow in Neuronal Circuits for Cognitive Processing?
  22 Jan 2019 0 repositories listed
• Online Estimation of Multiple Dynamic Graphs in Pattern Sequences
  22 Jan 2019 0 repositories listed
• Explainable Failure Predictions with RNN Classifiers based on Time Series Data
  20 Jan 2019 0 repositories listed
• Effective Combination of DenseNet andBiLSTM for Keyword Spotting
  19 Jan 2019 0 repositories listed
• Predicting Performance using Approximate State Space Model for Liquid State Machines
  18 Jan 2019 0 repositories listed
• Applying SVGD to Bayesian Neural Networks for Cyclical Time-Series Prediction and Inference
  17 Jan 2019 0 repositories listed
• lassopack: Model selection and prediction with regularized regression in Stata
  16 Jan 2019 0 repositories listed
• Predicting Individual Responses to Vasoactive Medications in Children with Septic Shock
  15 Jan 2019 0 repositories listed
• Synthesising a Database of Parameterised Linear and Non-Linear Invariants for Time-Series Constraints
  15 Jan 2019 0 repositories listed
• Predicting the Mumble of Wireless Channel with Sequence-to-Sequence Models
  14 Jan 2019 0 repositories listed
• Forecasting Granular Audience Size for Online Advertising
  8 Jan 2019 0 repositories listed
• Generative Adversarial Networks for Financial Trading Strategies Fine-Tuning and Combination
  7 Jan 2019 0 repositories listed
• A unified framework of epidemic spreading prediction by empirical mode decomposition based ensemble learning techniques
  3 Jan 2019 0 repositories listed
• Recurrent Neural Networks for Time Series Forecasting
  1 Jan 2019 0 repositories listed
• Estimating information in time-varying signals
  31 Dec 2018 0 repositories listed
• Comparison between DeepESNs and gated RNNs on multivariate time-series prediction
  30 Dec 2018 0 repositories listed